Sandro Lombardi
ETH Zürich
Universitätstrasse 6
CH-8092 Zürich
Department of Computer Science
Computer Vision and Geometry Group
CNB G 100.9
+41 (0)44 63 29 438
sandro.lombardi@inf.ethz.ch
About Me
I'm a PhD student at the
Computer Vision and Geometry Group
of the
Institute of Visual Computing
at
ETH Zurich.
My supervisor is
Prof. Marc Pollefeys.
I obtained my B.Sc. and M.Sc. degree in Computer Science at
ETH Zurich in 2015 and 2017 respectively.
Research Interests
My research interests are diverse. In the past, I've worked on projects involving
reconstruction of body parts (e.g. faces or feet), scalable 3D reconstructions from point clouds
or human body modelling with deep neural representations.
I also advised several thesis projects in related topics, e.g. scene flow and trajectory estimation,
point cloud-based reconstruction and meshing algorithms or deep learning-based scene representations for human bodies or objects.
Currently, I'm working on scene representations for scene capture and dense reconstruction from dynamic 4D depth videos.
More information can be found on my personal website.
Student Theses
Available Student Projects
Ongoing Student Projects
Past Student Projects
| Type |
Title |
Student |
Year |
Advisor(s) |
| B |
3D Reconstruction of Dynamic Scenes with DynamicFusion |
Dumeni Manatschal |
AS21 |
Sandro Lombardi |
| M |
DeepCrust: Learning to generate Voronoi Seeds for Meshing |
Matthias Matti |
SS21 |
Sandro Lombardi |
| M |
Differentiable Meshing of Implicit Neural Representations |
Mathias Vetsch |
SS21 |
Sandro Lombardi,
Martin Oswald |
| B |
Curriculum-based Implicit Geometric Regularization for Learning Shapes |
David Kamm |
AS20 |
Sandro Lombardi |
| M |
DeepTrajectories: Motion Representation Learning for 4D Reconstruction |
Livio Steiner |
AS20 |
Sandro Lombardi,
Martin Oswald |
| B |
ReconRLA: Point-based large-scale Surface Reconstruction from Point Clouds |
Nicolas Muntwyler |
AS20 |
Sandro Lombardi |
| S |
D-Hull: Differentiable Convex Hull |
Soomin Lee |
AS20 |
Sandro Lombardi |
| M |
Self-Supervised Learning of Non-Rigid Residual Flow and Ego-Motion in Dynamic 3D Scenes |
Ivan Tishchenko |
SS20 |
Sandro Lombardi,
Martin Oswald |
| M |
Learning Continuous Signed Distance Functions for Human Body |
Yichen Zhang |
SS20 |
Zhaopeng Cui,
Sandro Lombardi |
| S |
3D Surface Generation with Tangent Convolutions |
Parker Ewen |
SS19 |
Sandro Lombardi |
| S |
Generating 3D Meshes from Point Clouds through Deep Learning |
Yukun Dai |
SS19 |
Sandro Lombardi |
| M |
Learning 3D Shapes from Single-View Images |
Yang Yu |
SS19 |
Sandro Lombardi |
| 
